This inventor holds 2 USPTO granted patents. Top assignee: Fractal Analytics Private Limited. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Souvik Mandal: Innovator in Machine Learning and Object Recognition
Introduction
Souvik Mandal is a prominent inventor based in Bankura, India. He has made significant contributions to the fields of machine learning and object recognition. With a total of 2 patents, his work focuses on enhancing the efficiency and privacy of data processing systems.
Latest Patents
Souvik Mandal's latest patents include a "System and method for efficient machine learning" and a "System and method for object recognition and privacy preservation." The first patent employs knowledge distillation for efficient machine learning, integrating self-supervised learning, supervised learning, semi-supervised learning, and active learning in an iterative fashion. This system comprises three main components: a database server, a data analytics system, and a standard dashboard. The database server contains real-time inventory images and historical images of each product type. The data analytics system is executed by a computer processor configured to apply a multi-head self-supervised learning-based deep neural network. The standard dashboard is designed to output a report regarding the object information.
The second patent focuses on detecting an object region in an image and encrypting or decrypting that region. This system also consists of three main components: a database server, a data analytics system, and a standard dashboard. The database server may include a distributed database server and a key store database server. The data analytics system applies a multi-head self-supervised learning-based classifier to detect object information captured by the image. Additionally, it features a privacy processing component that selectively encrypts the detected object using an encryption key following the advanced encryption standard with cipher block chaining mode (AES-CBC).
Career Highlights
Souvik Mandal is currently employed at Fractal Analytics Private Limited, where he continues to innovate in the field of data analytics and machine learning. His work has garnered attention for its practical applications in various industries.
Collaborations
Some of his notable coworkers include Prankur Rusia and Kunal Singh, who contribute to the collaborative environment at Fractal Analytics Private Limited.
Conclusion
Souvik Mandal's contributions to machine learning and object recognition demonstrate his commitment to advancing technology. His innovative patents reflect a deep understanding of complex systems and a dedication to improving data processing efficiency and privacy.